Splitting methods for convex clustering


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Documentation for package ‘cvxclustr’ version 1.1.1

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cvxclustr-package Convex Clustering via Splitting Methods
AMA_step_size Compute step size Anderson-Morely upper bound on the largest eigenvalue of the Laplacian
compactify_edges Construct indices matrices
create_adjacency Create adjacency matrix from V
create_clustering_problem Create a random clustering problem
cvxclust Convex Clustering Path via Variable Splitting Methods
cvxclustr Convex Clustering via Splitting Methods
cvxclust_admm Convex clustering via ADMM
cvxclust_ama Convex clustering via AMA
cvxclust_path_admm Convex Clustering Path via ADMM
cvxclust_path_ama Convex Clustering Path via AMA
find_clusters Find clusters
kernel_weights Compute Gaussian Kernel Weights
knn_weights "Thin" a weight vector to be positive only for its k-nearest neighbors
mammals Tally of types of teeth in some mammals.
weights_graph Weights Graph Adjacency Matrix